Cargando…
Deep learning pose estimation for multi-cattle lameness detection
The objective of this study was to develop a fully automated multiple-cow real-time lameness detection system using a deep learning approach for cattle detection and pose estimation that could be deployed across dairy farms. Utilising computer vision and deep learning, the system can analyse simulta...
Autores principales: | Barney, Shaun, Dlay, Satnam, Crowe, Andrew, Kyriazakis, Ilias, Leach, Matthew |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10024686/ https://www.ncbi.nlm.nih.gov/pubmed/36934125 http://dx.doi.org/10.1038/s41598-023-31297-1 |
Ejemplares similares
-
Automated pose estimation reveals walking characteristics associated with lameness in broilers
por: Fodor, István, et al.
Publicado: (2023) -
Economic impacts of lameness in feedlot cattle
por: Davis-Unger, J., et al.
Publicado: (2017) -
Multi-Person Pose Estimation using an Orientation and Occlusion Aware Deep Learning Network
por: Gu, Yanlei, et al.
Publicado: (2020) -
In-Bed Pose Estimation: Deep Learning With Shallow Dataset
Publicado: (2019) -
DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning
por: Graving, Jacob M, et al.
Publicado: (2019)